/Signal_processing_in_PHM

Nonstationary signal processing for mechanical fault diagnosis, literature, scholars

Non-stationary_signal_processing

Nonstationary signal processing for mechanical fault diagnosis, literature, scholars

1.review papers

  • Feng, Z., D. Zhang and M.J. Zuo, Adaptive Mode Decomposition Methods and Their Applications in Signal Analysis for Machinery Fault Diagnosis: A Review With Examples. IEEE Access, 2017. 5: p. 24301-24331. link
  • Yang, Y., et al., Parameterised time-frequency analysis methods and their engineering applications: A review of recent advances. Mechanical Systems and Signal Processing, 2019. 119: p. 182-221. link
  • Liu, T., et al., A Comparative Study of Four Kinds of Adaptive Decomposition Algorithms and Their Applications. Sensors (Basel, Switzerland), 2018. 18(7): p. 2120. link
  • Uma Maheswari, R. and R. Umamaheswari, Trends in non-stationary signal processing techniques applied to vibration analysis of wind turbine drive train – A contemporary survey. Mechanical Systems and Signal Processing, 2017. 85: p. 296-311. link
  • Qiao, W. and D. Lu, A Survey on Wind Turbine Condition Monitoring and Fault Diagnosis—Part II: Signals and Signal Processing Methods. IEEE Transactions on Industrial Electronics, 2015. 62(10): p. 6546-6557. link
  • Rai, A. and S.H. Upadhyay, A review on signal processing techniques utilized in the fault diagnosis of rolling element bearings. Tribology International, 2016. 96: p. 289-306. link
  • Feng, Z., M. Liang and F. Chu, Recent advances in time–frequency analysis methods for machinery fault diagnosis: A review with application examples. Mechanical Systems and Signal Processing, 2013. 38(1): p. 165-205. link
  • Delvecchio, S., P. Bonfiglio and F. Pompoli, Vibro-acoustic condition monitoring of Internal Combustion Engines: A critical review of existing techniques. Mechanical Systems and Signal Processing, 2018. 99: p. 661-683. link

2.Time domain analysis

  • Vold-Kalman flitering

3.Frequency domain analysis

4.Time-frequency analysis

Linear time–frequency representation

Bilinear time–frequency distribution

  • Wigner–Ville distribution
  • Cohen class distributions
  • Affine class distributions
  • Adaptive optimal kernel function
  • Reassigned bilinear time–frequency distribution

Time-varying higher order spectra

  • Wigner higher order spectrum
  • L-class and S-class distributions

Adaptive parametric time–frequency analysis

  • Atomic decomposition
  • Matching pursuit
  • Basis pursuit

Time–frequency ARMA models

  • TFMA parameter estimation
  • TFAR parameter estimation
  • TFARMA parameter estimation
  • TFARMA order estimation

Adaptive non-parametric time–frequency analysis

  • Hilbert–Huang transform
  • Local mean decomposition
  • Energy separation algorithm

Parameterised time-frequency analysis

  • Yang, Y., et al., Parameterised time-frequency analysis methods and their engineering applications: A review of recent advances. Mechanical Systems and Signal Processing, 2019. 119: p. 182-221.link